{"id":"W2149893912","doi":"10.1897/ieam_2007-063.1","title":"Trait-based ecological risk assessment (TERA): The new frontier?","year":2008,"lang":"en","type":"letter","venue":"Integrated Environmental Assessment and Management","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Frontier; Trait; Risk analysis (engineering); Risk assessment; Field (mathematics); Environmental resource management; Computer science; Ecology; Business; Data science; Environmental planning; Geography; Biology; Environmental science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0005566611,0.001299297,0.00091776,0.0001838722,0.001344903,0.0001997198,0.001258406,0.001318227,0.01984284],"category_scores_gemma":[0.00000623694,0.0009350372,0.000419658,0.0002765819,0.001935077,0.0002962141,0.001329707,0.003923581,0.0006823869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454926,"about_ca_system_score_gemma":0.00005502854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002560025,"about_ca_topic_score_gemma":0.0001230096,"domain_scores_codex":[0.9938424,0.0008214476,0.0009632782,0.001878186,0.001128011,0.001366711],"domain_scores_gemma":[0.9976707,0.0002774095,0.0006440261,0.001093108,0.000002371561,0.0003124503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003764008,0.0006239634,0.01740006,0.00002688487,0.0004263688,0.0009073491,0.0000552808,0.0007404139,0.0002030712,0.0000270662,0.9653707,0.01418121],"study_design_scores_gemma":[0.001535689,0.0006277303,0.163387,0.00002903313,0.00046147,0.00006376317,0.0001623728,0.001581751,0.000070437,0.0005210768,0.8306046,0.0009551559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1028643,0.0007682428,0.01732203,0.6931602,0.004486596,0.01245708,0.001307597,0.0008340464,0.1668],"genre_scores_gemma":[0.1117892,0.008995228,0.03152677,0.7604038,0.001402491,0.002097824,0.003814836,0.0003899558,0.07957983],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1459869,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008606905441647494,"score_gpt":0.2286657061848438,"score_spread":0.2200588007431963,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}